Jingyang Lin
6 papers · 2021–2026 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (21) π£ Hot Topic Early Bird
π
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Artificial Intelligence
(3)
Computer Vision
(3)
Machine Learning
(3)
Core AI
(3)
Deep Learning
(2)
Natural Language Processing
(2)
Application Areas
(2)
Learning Types Β· Machine Learning
(2)
Learning Types Β· Deep Learning
(2)
Resources & Methods
(2)
Healthcare & Medicine
(1)
Knowledge & Reasoning
(1)
Analysis
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Keywords
contrastive learning
(1)
probabilistic modeling
(1)
independent component analysis
(1)
self-supervised learning
(1)
data augmentation
(1)
event understanding
(1)
question answering
(1)
chain-of-thought reasoning
(1)
multimodal learning
(1)
supervised learning
(1)
video understanding
(1)
medical report generation
(1)
synthetic data generation
(1)
kernel independence
(1)
hilbert-schmidt independence criterion
(1)
probabilistic model
(1)
latent variable model
(1)
synthetic data
(1)
large multimodal model
(1)
out-of-distribution detection
(1)
Papers
VideoSeek: Long-Horizon Video Agent with Tool-Guided Seeking
CVPR 2026
Facilitating Long Context Understanding via Supervised Chain-of-Thought Reasoning
EMNLP 2025
Fine-Grained Image-Text Alignment in Medical Imaging Enables Explainable Cyclic Image-Report Generation
ACL 2024
Grounding Partially-Defined Events in Multimodal Data
EMNLP 2024
Out-of-Distribution Detection via Conditional Kernel Independence Model
NeurIPS 2022
Improving Self-supervised Learning with Automated Unsupervised Outlier Arbitration
NeurIPS 2021